How to Read YouTube Studio Analytics

YouTube Studio has an Overview, Content, Audience, and Research tab, and it's easy to end up staring at the wrong one. Claude can pull the numbers that matter and explain them in plain language instead.

1. Ask "how did my channel do last month?" and Claude will pull views, watch time, and subscriber change in one summary.
2. Ask about a specific video by name or upload date to get its impressions, CTR, average view duration, and retention together.
3. Ask Claude to flag any video that is over- or under-performing compared to your channel's normal range.
4. Ask which traffic source (search, suggested, browse) is driving the most views right now.
5. Ask for a comparison between two time periods, like this month versus last month, to see whether a change actually helped.

Do I need to open YouTube Studio at all?

Not for most questions — datanephew reads your channel and per-video data directly and can answer in a sentence what would otherwise take several clicks across tabs.

Can it tell me why a video did badly, not just that it did?

It can point to which number moved — low CTR, an early retention drop, weak traffic from search — which usually narrows down the likely cause even if it can't read your mind.